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Hi πŸ‘‹, I'm Christian Lin

A passionate machine learning developer and researcher from Taiwan

Hey there, I'm Cyristian!

WHO AM I ?

Passionate and energetic computer science student, who wants to work with other people to do something different. Having ability to deal with difficulty efficiently and think logically. I also had lots of research and pratical real work experience.

MY EXPERIENCES

Microsoft Research and Development Intern, CSU team --- 2022.Aug - Present

  • Connect Azure service using ASP.NET as backend and Javascipt as frontend to apply the architect solution requested by TSMC.

Machine Learning Teaching Assistant --- 2021.Sep - 2022.Feb

  • Generated new form of assignments to make students better understand the kernel concept of Machine Learning.
  • Assist students to find out new topic of machine learning in application and help them overcome the obstacles.

HMI Laboratory Researchers --- 2020.Sep - 2022.Aug

  • Refactored the GPT2 model to fit the brain Electroencephalography signal so that it could generate synthetic brain signal and help the classifier with 25% more accuracy compared with current researches.
  • Combined GPT2 model with discriminator, which we call it GPT2xCNN architecture to improve the quality with of the generated signal.

Lisa Laboratory Researchers --- 2021.Sep - Present

  • Studied recent advanced multi-agent reinforcement learning researches with range of transfer learning, monotonicity and reward factorization.

ShengShing iOS Developer --- 2018.Aug - 2021.Jan

  • Implemented customers acquirements with high-efficiency.
  • Applied BLE protocol to connect application with the device to monitor users’ health condition.
  • Analyzed the MIDI file format and create custom package to read the MIDI file with particular purpose.

CURRENT WORKS & CONTACT INFORMATION

Connect with me:

bor jiun lin christian lin οΌˆζž—ζŸε‡οΌ‰ imchristianbutnotchristian christianlin christianlin_0420

PROFICIENCY

Languages and Tools:

arduino c cplusplus css3 figma firebase git java javascript linux matlab mysql opencv pandas postgresql postman python pytorch react scikit_learn seaborn swift tensorflow

christianlin0420

Β christianlin0420

BOR-JIUN, LIN's Projects

azureservices icon azureservices

All practices and projects that I implemented during my internship in Microsoft

bartender icon bartender

2019 Digital Design Experiment final project, NTHU

connect6 icon connect6

Using my own ML technique to play connect 6, and users can train their own players and fight with others online.

deeprl icon deeprl

NTHU Computer Science - Deep Reinforcement Learning assignments

eyelocker icon eyelocker

Brain computer interface final project: Using Muse2 headband to collect EEG signal and send the classified commend to iOS app through socketio

friday icon friday

Inspired by Numenta HTM intelligent framework. Therefore, I implement the Spacial Pooling Algorithm and Temporal Pooling Algorithm.

leetcode icon leetcode

All practices from Leetcode for technical iterview

machine-learning-assignement-5 icon machine-learning-assignement-5

This is the project that requires the students to implement the Q-learning algorithm to train the agent to control the car to balance the stick on it.

mangoclassifier icon mangoclassifier

Using DCGAN and Ensemble Learning to classify the difference of the disease of different mangoes.

mne icon mne

Introduction to MNS, which is a brain signal library of Python

ox-game icon ox-game

Simple tick-tac-toe game with simple data collection technique

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